{"id":"https://openalex.org/W7138833271","doi":"https://doi.org/10.1007/s41060-026-01085-x","title":"Simulated quantum feature maps for interpretable credit risk prediction: a comparative benchmark study","display_name":"Simulated quantum feature maps for interpretable credit risk prediction: a comparative benchmark study","publication_year":2026,"publication_date":"2026-03-20","ids":{"openalex":"https://openalex.org/W7138833271","doi":"https://doi.org/10.1007/s41060-026-01085-x"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-026-01085-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-026-01085-x","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5130140100","display_name":"Zakia Zouaghia","orcid":null},"institutions":[{"id":"https://openalex.org/I237446400","display_name":"Institut Superieur de Gestion","ror":"https://ror.org/035fsmk47","country_code":"FR","type":"education","lineage":["https://openalex.org/I237446400"]},{"id":"https://openalex.org/I3129295481","display_name":"Tunisia Private University","ror":"https://ror.org/033xhzd30","country_code":"TN","type":"education","lineage":["https://openalex.org/I3129295481"]},{"id":"https://openalex.org/I4210088638","display_name":"Higher Institute of Management","ror":"https://ror.org/003sxhp42","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210088638"]}],"countries":["FR","RU","TN"],"is_corresponding":true,"raw_author_name":"Zakia Zouaghia","raw_affiliation_strings":["ISG Tunis, SMART Lab, University of Tunis, 41, Avenue de la Libert\u00e9, 2000, Bouchoucha, Le Bardo, Tunis, Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISG Tunis, SMART Lab, University of Tunis, 41, Avenue de la Libert\u00e9, 2000, Bouchoucha, Le Bardo, Tunis, Tunisie","institution_ids":["https://openalex.org/I237446400","https://openalex.org/I3129295481","https://openalex.org/I4210088638"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005905566","display_name":"Zahra Kodia","orcid":"https://orcid.org/0000-0002-1872-9364"},"institutions":[{"id":"https://openalex.org/I237446400","display_name":"Institut Superieur de Gestion","ror":"https://ror.org/035fsmk47","country_code":"FR","type":"education","lineage":["https://openalex.org/I237446400"]},{"id":"https://openalex.org/I3129295481","display_name":"Tunisia Private University","ror":"https://ror.org/033xhzd30","country_code":"TN","type":"education","lineage":["https://openalex.org/I3129295481"]},{"id":"https://openalex.org/I4210088638","display_name":"Higher Institute of Management","ror":"https://ror.org/003sxhp42","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210088638"]}],"countries":["FR","RU","TN"],"is_corresponding":false,"raw_author_name":"Zahra Kodia","raw_affiliation_strings":["ISG Tunis, SMART Lab, University of Tunis, 41, Avenue de la Libert\u00e9, 2000, Bouchoucha, Le Bardo, Tunis, Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISG Tunis, SMART Lab, University of Tunis, 41, Avenue de la Libert\u00e9, 2000, Bouchoucha, Le Bardo, Tunis, Tunisie","institution_ids":["https://openalex.org/I237446400","https://openalex.org/I3129295481","https://openalex.org/I4210088638"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028612749","display_name":"Lamjed Ben Sa\u00efd","orcid":"https://orcid.org/0000-0001-9225-884X"},"institutions":[{"id":"https://openalex.org/I237446400","display_name":"Institut Superieur de Gestion","ror":"https://ror.org/035fsmk47","country_code":"FR","type":"education","lineage":["https://openalex.org/I237446400"]},{"id":"https://openalex.org/I3129295481","display_name":"Tunisia Private University","ror":"https://ror.org/033xhzd30","country_code":"TN","type":"education","lineage":["https://openalex.org/I3129295481"]},{"id":"https://openalex.org/I4210088638","display_name":"Higher Institute of Management","ror":"https://ror.org/003sxhp42","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210088638"]}],"countries":["FR","RU","TN"],"is_corresponding":false,"raw_author_name":"Lamjed Ben Said","raw_affiliation_strings":["ISG Tunis, SMART Lab, University of Tunis, 41, Avenue de la Libert\u00e9, 2000, Bouchoucha, Le Bardo, Tunis, Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISG Tunis, SMART Lab, University of Tunis, 41, Avenue de la Libert\u00e9, 2000, Bouchoucha, Le Bardo, Tunis, Tunisie","institution_ids":["https://openalex.org/I237446400","https://openalex.org/I3129295481","https://openalex.org/I4210088638"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5130140100"],"corresponding_institution_ids":["https://openalex.org/I237446400","https://openalex.org/I3129295481","https://openalex.org/I4210088638"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":26.2133,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.9862944,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"22","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.3986000120639801,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.3986000120639801,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.05380000174045563,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11496","display_name":"Credit Risk and Financial Regulations","score":0.05119999870657921,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5365999937057495},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4300999939441681},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2822999954223633},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.2775999903678894},{"id":"https://openalex.org/keywords/credit-risk","display_name":"Credit risk","score":0.2745000123977661},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.26660001277923584}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5365999937057495},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5335999727249146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48570001125335693},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4300999939441681},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40220001339912415},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3280999958515167},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2822999954223633},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.2775999903678894},{"id":"https://openalex.org/C178350159","wikidata":"https://www.wikidata.org/wiki/Q162714","display_name":"Credit risk","level":2,"score":0.2745000123977661},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.26660001277923584},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2614000141620636},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.2565999925136566},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.25290000438690186}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s41060-026-01085-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-026-01085-x","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5161826610565186,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2052611008","https://openalex.org/W2131816657","https://openalex.org/W2148143831","https://openalex.org/W2168123127","https://openalex.org/W2559394418","https://openalex.org/W2792946961","https://openalex.org/W2896122694","https://openalex.org/W2926552232","https://openalex.org/W2980446414","https://openalex.org/W3096052452","https://openalex.org/W3111502663","https://openalex.org/W3116184205","https://openalex.org/W4285095492","https://openalex.org/W4383879098","https://openalex.org/W4387487265","https://openalex.org/W4388294692","https://openalex.org/W4389041853","https://openalex.org/W4389042783","https://openalex.org/W4390049924","https://openalex.org/W4390581705","https://openalex.org/W4391872889","https://openalex.org/W4391963747","https://openalex.org/W4393278868","https://openalex.org/W4395090728","https://openalex.org/W4401633972","https://openalex.org/W4402269007","https://openalex.org/W4403101495","https://openalex.org/W4403534720","https://openalex.org/W4403946785","https://openalex.org/W4404494578","https://openalex.org/W4404776104","https://openalex.org/W4406170795","https://openalex.org/W4408400868","https://openalex.org/W4410117205","https://openalex.org/W4410718295","https://openalex.org/W4411111247","https://openalex.org/W4412536346","https://openalex.org/W7119489560","https://openalex.org/W7160075196"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2026-03-20T00:00:00"}
